The cerebellar model articulation controller (CMAC) has simple learning algorithm and high on-line learning speed. It is very useful to the self-adaptive control of complicated plant such as robot. In this paper, the principle of CMAC was described,and the leaning convergence was proved．An CMAC designed for robotic manipulator tracking control was proposed,and the simulations results were presented.